A. De Vita

activity

20182024

most citedQuantitative Ultrafast Electron-Temperature Dynamics in Photo-Excited Au Nanoparticles

9 citations · 13 across the 4 of their papers we have counts for

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physics.comp-ph2019

Building nonparametric $n$ -body force fields using Gaussian process regression

Aldo Glielmo, Claudio Zeni, Ádám Fekete +1

Constructing a classical potential suited to simulate a given atomic system is a remarkably difficult task. This chapter presents a framework under which this problem can be tackle…

physics.comp-ph2018

Building machine learning force fields for nanoclusters

Claudio Zeni, Kevin Rossi, Aldo Glielmo +4

We assess Gaussian process (GP) regression as a technique to model interatomic forces in metal nanoclusters by analysing the performance of 2-body, 3-body and many-body kernel func…

Building nonparametric n-body force fields using Gaussian process regression

Building machine learning force fields for nanoclusters

Building nonparametric $n$ -body force fields using Gaussian process regression